OpenMined ⬩ The Missing Layer for Collective Intelligence

The missing layer for collective intelligence

-> Unlock insights from data you can’t access. 
-> Create value from data you can’t share.

How We Help:

Publishers Creators Genomics AI Auditors

We’re OpenMined, a non-profit community building technology that enables secure computation across siloed data — unlocking collective intelligence while preserving attribution-based control.

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SyftBox: Empowering Privacy-Preserving Collaboration

The open-source protocol for building and deploying privacy-preserving applications

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Attribution-Based Control

A New Paradigm for Safe, Trustworthy, Responsible AI

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Partner with OpenMined through the National AI Research Resource Pilot

Join OpenMined and the NAIRR pilot to access 1000x more data for your research through privacy-preserving technologies and collaborative infrastructure.

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SyftBox: Empowering Privacy-Preserving Collaboration

The open-source protocol for building and deploying privacy-preserving applications

Learn More

Attribution-Based Control

A New Paradigm for Safe, Trustworthy, Responsible AI

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Meet Syft:

The Federated AI Network

The network coordinates secure, governed computation across silos — without moving data — making it possible to study information that would otherwise remain private.

This is how collective intelligence becomes real: when people and communities across information silos connect — respecting their choices and values — to produce insights no single group could achieve alone.

Supported Subnets

Publishers

Control your distribution in the AI era. Make your assets AI-ready and queryable with guaranteed attribution, fair compensation, and tracking reader engagement — all without losing custody.

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Genomics

Run collaborative genomic research without ever centralizing raw data. BioVault is a free, open-source subnetwork where insights flow freely while sensitive files stay secure on participants’ devices.

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Creators

Turn everything you’ve created into a knowledge base your audience can explore. Know what they’re curious about, engage them at scale, and unlock new revenue from content you already have.

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AI Auditors

Enable third-party AI audits without exposing proprietary models or user data. Cryptographic infrastructure ensures auditors get verified answers — not copies of model weights, training data, or user logs.

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Open, Public Good Infrastructure

No vendor lock-in, no black boxes — just open protocols that ensure the network remains truly decentralized and free.

Flexible Federated Computation

Run exactly the computation you need — from simple analytics to complex model inference — all executed securely where the data lives.

Full Control Over Your Data

Decide who can use your data, for what purpose, and the privacy, attribution, or pricing rules — and the network enforces them for you.

Start your own federated sub-network

Launch a privacy-preserving network for your domain — whether that be in climate, healthcare, finance, or beyond.

The federated AI network provides open-source infrastructure for secure, governed collaboration, where data stays distributed, and insights are derived without compromising ownership or control.

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Partnerships